Row 77404

Row ID: 77404 | Dataset Entry | Axioma AXP Content Repository

Content Data

This page contains data entry 77404 from the Axioma AXP content repository. The structured data below represents the complete record for this entry.

TPUs originally were ONLY for inference. That was V1. In V2 Google added support for training.

Every version since does both inference and training.

But also does create versions that are inference only. The 5E for example was for only inference.

> So I think it's difficult to make a direct comparison between different applications.

Why?

> network throughput. They still haven’t cracked that code.

Google TPUs thrive at moving data and doing it with a lot less power. Not sure what that is referring to.

https://arxiv.org/abs/2304.01433

FieldValue
text TPUs originally were ONLY for inference. That was V1. In V2 Google added support for training. Every version since does both inference and training. But also does create versions that are inference only. The 5E for example was for only inference. > So I think it's difficult to make a direct comparison between different applications. Why? > network throughput. They still haven’t cracked that code. Google TPUs thrive at moving data and doing it with a lot less power. Not sure what that …
label r/investing
dataType comment
communityName r/investing
datetime 2024-05-24
username_encoded Z0FBQUFBQm5Lak1qRmNCbkgxN2FFa2tOcXNMZTNMTnlsdi1jNzdvNEJoNVgyZkgzY2d3d2h6NHVDdlY3SVpURFRNS3Q5eWVsblE3N0Nvc2dxVFdGbmtUa0c4UU41bTE2X2c9PQ==
url_encoded Z0FBQUFBQm5Lak8wYTNZQkttSkNiR0RaWkgya1lBcDNrTFV3am1mcFpRQ2NaY0tBWWthdWtXVFZPVF96VXhfN2JKeUN1cWs3MUVtc3RQZ1NLNTduSVlSUDB0eGExLWNJTWh4cTJYeklWWHZ6SG82SXhEVi1FNzFaU3BoaEdLZlhHNjBuUHFUc1Jmdk52SUNBc2tDdzNOaWN3TXZUWWdRX1FNNTJxVVYzRXJweF9tUXBtU1RydUg3d1FTdUtxYk5nbUFkNlV6R2VRXzJXV0owZWJENVdsSUMwZ09PeXNIbnFRdz09

Raw Record

{
  "text": "TPUs originally were ONLY for inference.   That was V1.  In V2 Google added support for training.\n\nEvery version since does both inference and training.\n\nBut also does create versions that are inference only.  The 5E for example was for only inference.\n\n> So I think it's difficult to make a direct comparison between different applications.\n\nWhy?\n\n> network throughput. They still haven’t cracked that code.\n\nGoogle TPUs thrive at moving data and doing it with a lot less power.  Not sure what that is referring to.\n\nhttps://arxiv.org/abs/2304.01433",
  "label": "r/investing",
  "dataType": "comment",
  "communityName": "r/investing",
  "datetime": "2024-05-24",
  "username_encoded": "Z0FBQUFBQm5Lak1qRmNCbkgxN2FFa2tOcXNMZTNMTnlsdi1jNzdvNEJoNVgyZkgzY2d3d2h6NHVDdlY3SVpURFRNS3Q5eWVsblE3N0Nvc2dxVFdGbmtUa0c4UU41bTE2X2c9PQ==",
  "url_encoded": "Z0FBQUFBQm5Lak8wYTNZQkttSkNiR0RaWkgya1lBcDNrTFV3am1mcFpRQ2NaY0tBWWthdWtXVFZPVF96VXhfN2JKeUN1cWs3MUVtc3RQZ1NLNTduSVlSUDB0eGExLWNJTWh4cTJYeklWWHZ6SG82SXhEVi1FNzFaU3BoaEdLZlhHNjBuUHFUc1Jmdk52SUNBc2tDdzNOaWN3TXZUWWdRX1FNNTJxVVYzRXJweF9tUXBtU1RydUg3d1FTdUtxYk5nbUFkNlV6R2VRXzJXV0owZWJENVdsSUMwZ09PeXNIbnFRdz09"
}

Entry Information